Description Usage Arguments Details Value Author(s) References See Also Examples
bivan
computes some main bivariate analysis measures.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 | bivan(
formula,
data,
chi2 = T,
phi = F,
tschuprow = F,
cramer.v = T,
pearson.contingency = F,
likelihood.ratio = F,
gk.lambda = F,
gk.tau = F,
gk.tau.sqrt = T,
theil.u = F,
theil.u.sqrt = F,
kendall.tau.a = F,
kendall.tau.b = F,
stuart.tau.c = F,
gk.gamma = F,
somers.d = T,
wilson.e = F,
calc.spearman.rho = F,
std.res = T,
quiet = F
)
|
formula |
a |
data |
a |
chi2 |
if |
phi |
if |
tschuprow |
if |
cramer.v |
if |
pearson.contingency |
if |
likelihood.ratio |
if |
gk.lambda |
if |
gk.tau |
if |
gk.tau.sqrt |
if |
theil.u |
if |
theil.u.sqrt |
if |
kendall.tau.a |
if |
kendall.tau.b |
if |
stuart.tau.c |
if |
gk.gamma |
if |
somers.d |
if |
wilson.e |
if |
calc.spearman.rho |
if |
std.res |
if |
quiet |
if |
...
A Statdf
object containing all the statistics asked and their approximate p-values (based on asymptotic variance approximation).
Emmanuel Rousseaux, Gilbert Ritschard.
Pearson, K. (1904). Mathematical contributions to the theory of evolution, XIII. On the theory of contingency and its relation to association and normal correlation.Draper's Co. Research Memoirs, Biometric Series, 1 (Reprinted in 1948 in: E. S. Pearson (ed.), Karl Pearson's Early Papers, Cambridge University Press, Cambridge.)
Tschuprow, A. A. (1918). On the mathematical expectation of moments of frequency distribution, Biometrika 12: 140-169.
Kendall, M. G. (1938). A new measure of rank correlation, Biometrika 30: 81-93.
Kendall, M. G. (1945). The treatment of ties in rank problems, Biometrika 33: 239-251.
Stuart, A. (1953). The estimation and comparison of strenghts of association in contingency tables, Biometrika 40: 105-110.
Goodman, L. A. & Kruskal, W. H. (1954). Measures of association for cross classifications, J. Amer. Statist. Ass. 37:54-115.
Somers, R. H. (1962). A new asymmetric measure for ordinal variables, Amer. Sociolog. Rev. 27: 799-811.
Theil, H. (1970). On the estimation of relationships involving qualitative variables, Amer. J. Sociol. 76: 103-154.
Cramer, H. (1971). Mathematical Methods of Statistics, Princeton University Press, Princeton.
Wilson, T. P. (1974). Measures of association for bivariate ordinal hypotheses, in: H. M. Blalock Jr. (ed.), Measurement in the Social Sciences, Aldine-Atherton, Chicago, pp. 327-342.
Ritschard, G. and al. (1996). Path analysis with partial association measures. International Journal of Methodology, vol. 30, number 1.
1 2 3 4 5 6 7 8 9 10 | # biv1 <- bivan(
# formula = target ~ predictor1 + predictor2,
# data = myData
# )
## print biv1
# biv1
## get global measures
# g <- globals(biv1)
## convert them to data.frame
# g.df <- sdf(g)
|
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